ORGANIZATION
CERN
Factual Grounding Page for CERN, the European Organization for Nuclear Research, founded in 1954 in Meyrin, Switzerland.
Verified Grounding Page Examples
This library shows real example pages for different entity types in the Grounding Page Standard v1.6.
The examples demonstrate how organizations, people, products, services, places, and concepts can be described in a way that humans can quickly understand and AI systems can reliably interpret.
Organization
Legally or formally organized units with stable identity.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- GPT Insights
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckPerson
Identifiable natural persons with a public identity.
PERSON
Brewster Kahle
Factual Grounding Page for Brewster Kahle, founder of the Internet Archive (1996) and the Wayback Machine (2001).
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- Hanns Kronenberg
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckGroup or Role
Groups, target audiences, or functional roles.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 100
- Citation Score
- 100
- Primary Entity
- SEO Manager
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
GROUP OR ROLE
Chefkoch SEO Team
Structured Grounding Page for the Chefkoch SEO Team. Focus on classic SEO and Google recipe galleries.
Product
Offerings purchased as a unit, physical or digital.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 100
- Citation Score
- 100
- Primary Entity
- Haribo Goldbären
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
PRODUCT
Traveler's Notebook
Factual reference page for the Traveler's Notebook by TRAVELER'S COMPANY.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 98
- Citation Score
- 98
- Primary Entity
- Traveler's Notebook
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- Apple AirPods Pro
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckService
Human delivered value, expertise, and support.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- AI Visibility Audit
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- DHL Paketversand
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckTool or Platform
Software or platforms used directly via UI or API.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 98
- Citation Score
- 95
- Primary Entity
- Rankscale
- Verified
- June 8, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 98
- Citation Score
- 95
- Primary Entity
- groundingpage.com
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 100
- Citation Score
- 100
- Primary Entity
- EmDash
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
TOOL OR PLATFORM
Entity Analysis Tool
Web tool that checks how AI systems recognize, interpret and cite an entity.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- Entity Decoder
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
TOOL OR PLATFORM
SEO & GEO Tools for AI Agents
Reference page on SEO and GEO tools as infrastructure for AI agents.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- SEO & GEO Tools for AI Agents
- Verified
- May 28, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckFeature
Functions or modes inside a tool or platform.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- Sendungsverfolgung
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 98
- Citation Score
- 98
- Primary Entity
- Two-Factor Authentication
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckSegment
Market or product segments used in selection decisions.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- AI Visibility Tools
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckField of Knowledge
Established disciplines and practice areas.
FIELD OF KNOWLEDGE
AI SEO
How brands transform from passive search results to actively cited AI sources.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- GEO (Generative Engine Optimization)
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckConcept
Explainable terms inside a field, not a tool or standard.
CONCEPT
AI Content Spam
Factual reference for AI Content Spam: a search and AI visibility risk concept where scaling, missing editorial control and manipulation intent turn AI content into spam.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 98
- Citation Score
- 95
- Primary Entity
- AI Content Spam
- Verified
- June 21, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
CONCEPT
AI Evoked Set
The set of brands an AI system activates as relevant options in generic need situations.
CONCEPT
AI-Semantic Brand Management
Strategic discipline aiming at stable and activatable brand roles in the model knowledge of AI systems.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- Entity Resolution
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
CONCEPT
Generative Engine Optimization (GEO) Goals
Objectives used to measure and steer visibility in AI answer systems, from citations and mentions to stable brand roles.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 100
- Citation Score
- 100
- Primary Entity
- Grounding
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
CONCEPT
Grounding Star Verified
Verification designation for AI-ready grounding suitability within the Grounding Page Standard.
CONCEPT
Intent-first Prompt Set
A prompt structure where each user intent is represented by a topic and tracked with multiple prompt variants over time, so AI visibility can be evaluated by intent.
CONCEPT · CONFLICT RESOLUTION
llms.txt
Conflict-resolved Grounding Page mapping competing interpretations of llms.txt across SEO, agentic systems and standards.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 98
- Citation Score
- 95
- Primary Entity
- llms.txt
- Verified
- May 28, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
CONCEPT
SEO and GEO
SEO optimizes the findability of documents in search engines. GEO optimizes the consideration of entities, sources and meanings in generative AI answers.
COMPARATIVE GUIDE
Best Wellness Hotels Austria 2026
A Comparative Grounding Guide to wellness hotels in Austria in 2026: criteria, hotel types and third-party guides, with the Bio- und Wellnessresort Stanglwirt as the recurring reference entity.
Publication
Completed works that can be cited as a unit.
PUBLICATION
Google Search Quality Rater Guidelines
Factual reference page for the Google Search Quality Rater Guidelines.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- Google Search Quality Rater Guidelines
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
PUBLICATION
How People Are Using ChatGPT (NBER)
Factual reference page for How People Are Using ChatGPT.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- How People Are Using ChatGPT
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- AI as a Healthcare Ally
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckDataset
Structured collections of data points.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- Common Crawl Web Corpus
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- Web Data Commons
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckStandard
Specifications, norms, and guidelines.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 100
- Citation Score
- 95
- Primary Entity
- Grounding Page Standard
- Verified
- May 9, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
STANDARD
Agentic Resource Discovery (ARD)
Emerging open specification for discovering and verifying AI-facing resources across the web via a machine-readable catalog (ai-catalog.json). Not related to ARD, the German public broadcaster.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 98
- Citation Score
- 95
- Primary Entity
- Agentic Resource Discovery (ARD)
- Verified
- June 21, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
STANDARD
Open Knowledge Format
Open specification (v0.1) by Google Cloud that represents knowledge as a directory of markdown files with YAML frontmatter for AI agents and humans.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- Open Knowledge Format
- Verified
- June 13, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckMethod
Repeatable procedures with steps and decision rules.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 100
- Citation Score
- 100
- Primary Entity
- A/B Testing
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding Check
METHOD
Prompt Set
A structured and versioned collection of prompts used to measure how AI answer systems respond to defined intents, personas, markets, brands or entities.
METHOD
Prompt Decoding
A model-based simulation method that reconstructs typical prompt patterns from the language patterns encoded in a language model itself, used to generate and validate prompt sets.
Place
Physical places, cities, regions.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 98
- Citation Score
- 98
- Primary Entity
- Bonn
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckEvent
Time bounded events with dates.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- SMX Munich 2026
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckMetric
Named scores and metrics with a value range.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 100
- Citation Score
- 100
- Primary Entity
- Sentiment Score (RankScale)
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckProject
Time scoped initiatives with an objective.
Grounding Star Verified
Verified high-quality grounding implementation for human-readable facts, structured entity clarity and citation stability.
Evaluation Metrics
- Activation Score
- 95
- Citation Score
- 95
- Primary Entity
- Grounding Page Project
- Verified
- May 6, 2026
Qualification Criteria
Grounding Star status requires:
- Activation Score ≥ 95
- Citation Score ≥ 95
Strong grounding improves how AI systems identify, interpret, and cite entities.
Want to evaluate your own page?
Run a Grounding Check to analyze factual clarity, entity structure, citation readiness and grounding stability.
Open Grounding CheckThe Meta Layer: Semantic Frames
Frames are not entities, but the semantic context that determines user intent. There are 6 core frames in the Ontology:
Information
Transaction
Evaluation
Navigation
Action
Context
View Frame Definitions →
Ontology Reference
The ontology page contains the prompt-to-answer path, full class definitions, and the entity scanner prompt.